Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-02 0.273749 0.307542 0.345497 0.391608 0.446555 0.510493 0.591353
2025-02-09 0.226136 0.272078 0.328935 0.405923 0.509797 0.648746 0.855417
2025-02-16 0.196981 0.248701 0.317343 0.418237 0.568601 0.795159 1.186701
2025-02-23 0.173347 0.226616 0.301041 0.417513 0.605427 0.918412 1.538029
2025-03-02 0.150069 0.200847 0.274332 0.394513 0.599919 0.969071 1.784517
2025-03-09 0.135562 0.185395 0.259906 0.386972 0.616726 1.062713 2.170683
2025-03-16 0.124403 0.173377 0.248750 0.382220 0.636452 1.167815 2.655321
2025-03-23 0.116960 0.166066 0.243840 0.386924 0.674633 1.325875 3.417077
2025-03-30 0.106648 0.153193 0.228253 0.369754 0.664510 1.368534 3.861816
2025-04-06 0.098228 0.142596 0.215335 0.355593 0.657634 1.417448 4.388782
2025-04-13 0.090974 0.133302 0.203721 0.342283 0.649845 1.461896 4.961089
2025-04-20 0.088650 0.131922 0.205691 0.355903 0.707206 1.718231 6.960669
2025-04-27 0.088114 0.133713 0.213913 0.384666 0.812978 2.204718 11.873142
2025-05-04 0.085926 0.132509 0.216590 0.402507 0.898328 2.700960 19.827098
2025-05-11 0.083305 0.130295 0.217078 0.415621 0.976058 3.249983 34.178752
2025-05-18 0.079467 0.125558 0.212105 0.415122 1.013159 3.658603 53.821617
2025-05-25 0.073756 0.116998 0.198726 0.392346 0.972568 3.632626 62.471506
2025-06-01 0.070032 0.111880 0.191897 0.384872 0.981494 3.905337 92.960208
2025-06-08 0.066885 0.107628 0.186470 0.380157 0.998983 4.259883 153.935173
2025-06-15 0.064826 0.105284 0.184785 0.384828 1.052305 4.938908 371.967399
2025-06-22 0.061078 0.099495 0.175365 0.367783 1.019184 4.944919 510.937983
2025-06-29 0.057838 0.094526 0.167375 0.353724 0.994688 5.008801 779.346806
2025-07-06 0.054885 0.089968 0.159982 0.340509 0.970714 5.063953 1251.556460